Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.249736 0.279669 0.313173 0.353728 0.401865 0.457649 0.527885
2024-12-29 0.201665 0.240923 0.289096 0.353709 0.439953 0.553932 0.721085
2025-01-05 0.166790 0.207796 0.261281 0.338324 0.450380 0.614381 0.887584
2025-01-12 0.142500 0.182926 0.238041 0.321787 0.452008 0.659125 1.044429
2025-01-19 0.125684 0.165219 0.221070 0.309755 0.455719 0.705585 1.220873
2025-01-26 0.119977 0.161976 0.223750 0.326992 0.508899 0.850247 1.657343
2025-02-02 0.118176 0.163922 0.234064 0.357818 0.592768 1.082777 2.455780
2025-02-09 0.113867 0.161411 0.236808 0.375969 0.657714 1.304227 3.444991
2025-02-16 0.108882 0.157196 0.236049 0.387419 0.712083 1.526987 4.726744
2025-02-23 0.102704 0.150395 0.230000 0.387660 0.742114 1.702232 6.113057
2025-03-02 0.094057 0.138786 0.214358 0.366611 0.717999 1.712303 6.739422
2025-03-09 0.088438 0.131802 0.206245 0.359662 0.726462 1.828932 8.242083
2025-03-16 0.082915 0.124851 0.198046 0.352531 0.736119 1.968499 10.440198
2025-03-23 0.079185 0.120749 0.194790 0.355789 0.775301 2.247424 15.168606
2025-03-30 0.073647 0.113072 0.184088 0.341058 0.761269 2.313171 18.235168
2025-04-06 0.068436 0.105630 0.173210 0.324520 0.738365 2.331576 21.060554
2025-04-13 0.064199 0.099661 0.164703 0.312392 0.726036 2.394986 25.540127
2025-04-20 0.063498 0.099995 0.168536 0.329844 0.810354 3.011819 54.675722
2025-04-27 0.064051 0.102652 0.177289 0.361050 0.954266 4.203076 223.344227
2025-05-04 0.063257 0.102712 0.180690 0.379430 1.063256 5.429287 1475.068543
2025-05-11 0.061905 0.101597 0.181473 0.391026 1.152809 6.758563 206745.456932
2025-05-18 0.059765 0.098804 0.178347 0.391270 1.196184 7.790183 NaN
2025-05-25 0.056190 0.093001 0.168150 0.369954 1.137624 7.538764 NaN